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List of publications

Titre  
 
[1] Salah Rifai, Yoshua Bengio, Yann Dauphin and Pascal Vincent,
"A generative process for sampling contractive auto-encoders",
in International Conference on Machine Learning, ICML'12, 06 2012.
[2] Grgoire Mesnil, Yann Dauphin, Xavier Glorot, Salah Rifai, Yoshua Bengio, Ian Goodfellow, Guillaume Desjardins, Pascal Vincent, Aaron Courville and James Bergstra,
"Unsupervised and transfer learning challenge: a deep learning approach",
in ICML Unsupervised and Transfer Learning challenge and workshop, pp. 97-110, 07 2012.
[3] Salah Rifai, Yann Dauphin, Pascal Vincent, Yoshua Bengio and X. Muller,
"The manifold tangent classifier",
in Advances in Neural Information Processing Systems, NIPS, pp. 2294-2302, 12 2011.
[4] Salah Rifai, Pascal Vincent, X. Muller, Xavier Glorot and Yoshua Bengio,
"Contracting auto-encoders: Explicit invariance during feature extraction",
in Twenty-eight International Conference on Machine Learning (ICML'11), pp. 833-840, 06 2011.
[5] Salah Rifai, Grgoire Mesnil, Pascal Vincent, X. Muller, Yoshua Bengio, Yann Dauphin and Xavier Glorot,
"Higher order contractive auto-encoder",
in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), pp. 645-660, 09 2011.
   
     
   
   

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